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ORCIDMounya Elhilali
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2020 – today
- 2024
[j26]Sandeep Reddy Kothinti, Mounya Elhilali
:
Multi-rate modulation encoding via unsupervised learning for audio event detection. EURASIP J. Audio Speech Music. Process. 2024(1): 19 (2024)- [c45]Jiarui Hai, Helin Wang, Dongchao Yang, Karan Thakkar, Najim Dehak, Mounya Elhilali:
DPM-TSE: A Diffusion Probabilistic Model for Target Sound Extraction. ICASSP 2024: 1196-1200 - [c44]Karan Thakkar, Jiarui Hai, Mounya Elhilali:
Investigating Self-Supervised Deep Representations for EEG-Based Auditory Attention Decoding. ICASSP 2024: 1241-1245 - [c43]Sangwook Park, Angeles Salles, Kathryne Allen, Cynthia F. Moss, Mounya Elhilali:
Biomimetic Mappings for Active Sonar Object Recognition in Clutter. ICASSP 2024: 6265-6269 - [i6]Helin Wang, Jiarui Hai, Yen-Ju Lu, Karan Thakkar, Mounya Elhilali, Najim Dehak:
SoloAudio: Target Sound Extraction with Language-oriented Audio Diffusion Transformer. CoRR abs/2409.08425 (2024) - [i5]Jiarui Hai, Yong Xu, Hao Zhang, Chenxing Li, Helin Wang, Mounya Elhilali, Dong Yu:
EzAudio: Enhancing Text-to-Audio Generation with Efficient Diffusion Transformer. CoRR abs/2409.10819 (2024) - 2023
- [j25]Annapurna Kala, Eric D. McCollum, Mounya Elhilali:
Reference free auscultation quality metric and its trends. Biomed. Signal Process. Control. 85: 104852 (2023) - [j24]Ashwin Bellur, Karan Thakkar, Mounya Elhilali:
Explicit-memory multiresolution adaptive framework for speech and music separation. EURASIP J. Audio Speech Music. Process. 2023(1): 20 (2023) - [j23]Sangwook Park, David K. Han, Mounya Elhilali:
Cross-Referencing Self-Training Network for Sound Event Detection in Audio Mixtures. IEEE Trans. Multim. 25: 4573-4585 (2023) - [c42]Jiarui Hai, Yu-Jeh Liu, Mounya Elhilali:
Boosting Modality Representation With Pre-Trained Models and Multi-Task Training for Multimodal Sentiment Analysis. ASRU 2023: 1-8 - [c41]Annapurna Kala, Mounya Elhilali:
Constrained Synthetic Sampling for Augmentation of Crackle Lung Sounds. EMBC 2023: 1-5 - [c40]Jiarui Hai, Mounya Elhilali:
Diff-Pitcher: Diffusion-Based Singing Voice Pitch Correction. WASPAA 2023: 1-5 - [i4]Jiarui Hai, Helin Wang, Dongchao Yang, Karan Thakkar, Najim Dehak, Mounya Elhilali:
DPM-TSE: A Diffusion Probabilistic Model for Target Sound Extraction. CoRR abs/2310.04567 (2023) - [i3]Karan Thakkar, Jiarui Hai, Mounya Elhilali:
Investigating Self-Supervised Deep Representations for EEG-based Auditory Attention Decoding. CoRR abs/2311.00814 (2023) - 2022
- [j22]Valerie E. Rennoll, Ian McLane, Mounya Elhilali, James E. West:
Optimized Acoustic Phantom Design for Characterizing Body Sound Sensors. Sensors 22(23): 9086 (2022) - [c39]Annapurna Kala, Eric D. McCollum, Mounya Elhilali:
Implications of clinical variability on computer-aided lung auscultation classification. EMBC 2022: 4421-4425 - [c38]Sangwook Park, Mounya Elhilali:
Time-Balanced Focal Loss for Audio Event Detection. ICASSP 2022: 311-315 - [c37]Sandeep Kothinti, Mounya Elhilali:
Temporal Contrastive-Loss for Audio Event Detection. ICASSP 2022: 326-330 - [c36]Sangwook Park, Sandeep Reddy Kothinti, Mounya Elhilali:
Temporal coding with magnitude-phase regularization for sound event detection. INTERSPEECH 2022: 1536-1540 - 2021
- [j21]Valerie E. Rennoll, Ian McLane, Dimitra Emmanouilidou, James E. West, Mounya Elhilali:
Electronic Stethoscope Filtering Mimics the Perceived Sound Characteristics of Acoustic Stethoscope. IEEE J. Biomed. Health Informatics 25(5): 1542-1549 (2021) - [j20]Ian McLane, Dimitra Emmanouilidou, James E. West, Mounya Elhilali:
Design and Comparative Performance of a Robust Lung Auscultation System for Noisy Clinical Settings. IEEE J. Biomed. Health Informatics 25(7): 2583-2594 (2021) - [c35]Sangwook Park, Ashwin Bellur, David K. Han, Mounya Elhilali:
Self-Training for Sound Event Detection in Audio Mixtures. ICASSP 2021: 341-345 - [c34]Mounya Elhilali:
Adaptive Listening to Everyday Soundscapes. Interspeech 2021 - [i2]Sangwook Park, David K. Han, Mounya Elhilali:
Cross-Referencing Self-Training Network for Sound Event Detection in Audio Mixtures. CoRR abs/2105.13392 (2021) - 2020
- [j19]Nathan C. Higgins, David Frank Little, Breanne D. Yerkes, Karli M. Nave, Abin Kuruvilla-Mathew, Mounya Elhilali, Joel S. Snyder:
Neural correlates of perceptual switching while listening to bistable auditory streaming stimuli. NeuroImage 204 (2020) - [j18]David Frank Little, Joel S. Snyder, Mounya Elhilali:
Ensemble modeling of auditory streaming reveals potential sources of bistability across the perceptual hierarchy. PLoS Comput. Biol. 16(4) (2020) - [j17]Sangwook Park, Mounya Elhilali, David K. Han, Hanseok Ko:
Amphibian Sounds Generating Network Based on Adversarial Learning. IEEE Signal Process. Lett. 27: 640-644 (2020) - [j16]Ashwin Bellur, Mounya Elhilali:
Audio Object Classification Using Distributed Beliefs and Attention. IEEE ACM Trans. Audio Speech Lang. Process. 28: 729-739 (2020) - [c33]Annapurna Kala, Amyna Husain, Eric D. McCollum, Mounya Elhilali:
An objective measure of signal quality for pediatric lung auscultations. EMBC 2020: 772-775 - [c32]Stephanie Graceffo, Amyna Husain, Salahuddin Ahmed, Eric D. McCollum, Mounya Elhilali:
Validation of Auscultation Technologies using Objective and Clinical Comparisons. EMBC 2020: 992-997 - [c31]Sandeep Kothinti, Benjamin Skerritt-Davis, Aditya Nair, Mounya Elhilali:
Synthesizing Engaging Music Using Dynamic Models of Statistical Surprisal. ICASSP 2020: 761-765 - [c30]Ashwin Bellur, Mounya Elhilali:
Bio-Mimetic Attentional Feedback in Music Source Separation. ICASSP 2020: 8718-8722
2010 – 2019
- 2019
- [j15]Debmalya Chakrabarty, Mounya Elhilali:
A Gestalt inference model for auditory scene segregation. PLoS Comput. Biol. 15(1) (2019) - [c29]Sandeep Kothinti, Keisuke Imoto, Debmalya Chakrabarty, Gregory Sell, Shinji Watanabe, Mounya Elhilali:
Joint Acoustic and Class Inference for Weakly Supervised Sound Event Detection. ICASSP 2019: 36-40 - [c28]Sangwook Park, David K. Han, Mounya Elhilali:
A Study of a Cross-Language Perception Based on Cortical Analysis Using Biomimetic STRFs. INTERSPEECH 2019: 1971-1975 - 2018
- [j14]Benjamin Skerritt-Davis, Mounya Elhilali:
Detecting change in stochastic sound sequences. PLoS Comput. Biol. 14(5) (2018) - [j13]Dimitra Emmanouilidou, Eric D. McCollum, Daniel E. Park, Mounya Elhilali:
Computerized Lung Sound Screening for Pediatric Auscultation in Noisy Field Environments. IEEE Trans. Biomed. Eng. 65(7): 1564-1574 (2018) - [c27]Ashwin Bellur, Mounya Elhilali:
Sensory Mapping Adaptation Under Multiple Task Scenarios. ICASSP 2018: 5579-5583 - [i1]Sandeep Kothinti, Keisuke Imoto, Debmalya Chakrabarty, Gregory Sell, Shinji Watanabe, Mounya Elhilali:
Joint Acoustic and Class Inference for Weakly Supervised Sound Event Detection. CoRR abs/1811.04048 (2018) - 2017
- [j12]Ashwin Bellur, Mounya Elhilali:
Feedback-Driven Sensory Mapping Adaptation for Robust Speech Activity Detection. IEEE ACM Trans. Audio Speech Lang. Process. 25(3): 481-492 (2017) - 2016
- [c26]Debmalya Chakrabarty, Mounya Elhilali:
Abnormal sound event detection using temporal trajectories mixtures. ICASSP 2016: 216-220 - [c25]Dimitra Emmanouilidou, Mounya Elhilali:
Rich Representation Spaces: Benefits in Digital Auscultation Signal Analysis. SiPS 2016: 69-73 - 2015
- [j11]Kailash Patil, Mounya Elhilali:
Biomimetic spectro-temporal features for music instrument recognition in isolated notes and solo phrases. EURASIP J. Audio Speech Music. Process. 2015: 27 (2015) - [j10]Michael A. Carlin, Mounya Elhilali:
Modeling attention-driven plasticity in auditory cortical receptive fields. Frontiers Comput. Neurosci. 9: 106 (2015) - [j9]Michael A. Carlin, Mounya Elhilali:
A Framework for Speech Activity Detection Using Adaptive Auditory Receptive Fields. IEEE ACM Trans. Audio Speech Lang. Process. 23(12): 2422-2433 (2015) - [j8]Dimitra Emmanouilidou, Eric D. McCollum, Daniel E. Park, Mounya Elhilali:
Adaptive Noise Suppression of Pediatric Lung Auscultations With Real Applications to Noisy Clinical Settings in Developing Countries. IEEE Trans. Biomed. Eng. 62(9): 2279-2288 (2015) - [c24]Ashwin Bellur, Mounya Elhilali:
Detection of speech tokens in noise using adaptive spectrotemporal receptive fields. CISS 2015: 1-6 - [c23]Debmalya Chakrabarty, Mounya Elhilali:
Modeling goal-directed attention in tone sequences using a weighted Kalman filter. CISS 2015: 1-5 - [c22]Debmalya Chakrabarty, Mounya Elhilali:
Exploring the role of temporal dynamics in acoustic scene classification. WASPAA 2015: 1-5 - 2014
- [j7]Lakshmi Krishnan, Mounya Elhilali, Shihab A. Shamma:
Segregating Complex Sound Sources through Temporal Coherence. PLoS Comput. Biol. 10(12) (2014) - 2013
- [j6]Sridhar Krishna Nemala, Kailash Patil, Mounya Elhilali:
Recognizing the message and the messenger: biomimetic spectral analysis for robust speech and speaker recognition. Int. J. Speech Technol. 16(3): 313-322 (2013) - [j5]Michael A. Carlin, Mounya Elhilali:
Sustained Firing of Model Central Auditory Neurons Yields a Discriminative Spectro-temporal Representation for Natural Sounds. PLoS Comput. Biol. 9(3) (2013) - [j4]Sridhar Krishna Nemala, Kailash Patil, Mounya Elhilali:
A Multistream Feature Framework Based on Bandpass Modulation Filtering for Robust Speech Recognition. IEEE Trans. Speech Audio Process. 21(2): 416-426 (2013) - [c21]Debmalya Chakrabarty, Mounya Elhilali:
Predictive analysis of two tone stream segregation via extended Kalman filter. CISS 2013: 1-7 - [c20]Emine Merve Kaya, Mounya Elhilali:
A model of auditory deviance detection. CISS 2013: 1-6 - [c19]Dimitra Emmanouilidou, Mounya Elhilali:
Characterization of noise contaminations in lung sound recordings. EMBC 2013: 2551-2554 - [c18]Mounya Elhilali:
Bayesian inference in auditory scenes. EMBC 2013: 2792-2795 - [c17]Emine Merve Kaya, Mounya Elhilali:
Abnormality detection in noisy biosignals. EMBC 2013: 3949-3952 - [c16]Kailash Patil, Mounya Elhilali:
Task-driven attentional mechanisms for auditory scene recognition. ICASSP 2013: 828-832 - 2012
- [j3]Sridhar Krishna Nemala, Dmitry N. Zotkin, Ramani Duraiswami, Mounya Elhilali:
Biomimetic Multi-Resolution Analysis for Robust Speaker Recognition. EURASIP J. Audio Speech Music. Process. 2012: 22 (2012) - [j2]Kailash Patil, Daniel Pressnitzer, Shihab A. Shamma, Mounya Elhilali:
Music in Our Ears: The Biological Bases of Musical Timbre Perception. PLoS Comput. Biol. 8(11) (2012) - [c15]Emine Merve Kaya, Mounya Elhilali:
A temporal saliency map for modeling auditory attention. CISS 2012: 1-6 - [c14]Dimitra Emmanouilidou, Kailash Patil, James E. West, Mounya Elhilali:
A multiresolution analysis for detection of abnormal lung sounds. EMBC 2012: 3139-3142 - [c13]Malcolm Slaney, Trevor Agus, Shih-Chii Liu, Emine Merve Kaya, Mounya Elhilali:
A model of attention-driven scene analysis. ICASSP 2012: 145-148 - [c12]Daniel Garcia-Romero, Xinhui Zhou, Dmitry N. Zotkin, Balaji Vasan Srinivasan, Yuancheng Luo, Sriram Ganapathy, Samuel Thomas, Sridhar Krishna Nemala, Garimella S. V. S. Sivaram, Majid Mirbagheri, Sri Harish Reddy Mallidi, Thomas Janu, Padmanabhan Rajan, Nima Mesgarani, Mounya Elhilali, Hynek Hermansky, Shihab A. Shamma, Ramani Duraiswami:
The UMD-JHU 2011 speaker recognition system. ICASSP 2012: 4229-4232 - [c11]Sridhar Krishna Nemala, Mounya Elhilali:
Multilevel speech intelligibility for robust speaker recognition. ICASSP 2012: 4393-4396 - [c10]Michael A. Carlin, Kailash Patil, Sridhar Krishna Nemala, Mounya Elhilali:
Robust phoneme recognition based on biomimetic speech contours. INTERSPEECH 2012: 1348-1351 - [c9]Kailash Patil, Mounya Elhilali:
Goal-Oriented Auditory Scene Recognition. INTERSPEECH 2012: 2510-2513 - 2011
- [c8]Michael A. Carlin, Mounya Elhilali:
Exploiting temporal coherence in speech for data-driven feature extraction. CISS 2011: 1-5 - [c7]Sridhar Krishna Nemala, Mounya Elhilali:
Multistream robust speaker recognition based on speech intelligibility. CISS 2011: 1-5 - [c6]Sridhar Krishna Nemala, Kailash Patil, Mounya Elhilali:
Multistream Bandpass Modulation Features for Robust Speech Recognition. INTERSPEECH 2011: 1277-1280 - 2010
- [c5]Garimella S. V. S. Sivaram, Sridhar Krishna Nemala, Mounya Elhilali, Trac D. Tran, Hynek Hermansky:
Sparse coding for speech recognition. ICASSP 2010: 4346-4349 - [c4]Sridhar Krishna Nemala, Mounya Elhilali:
A joint acoustic and phonological approach to speech intelligibility assessment. ICASSP 2010: 4742-4745
2000 – 2009
- 2009
- [c3]Nima Mesgarani, Garimella S. V. S. Sivaram, Sridhar Krishna Nemala, Mounya Elhilali, Hynek Hermansky:
Discriminant spectrotemporal features for phoneme recognition. INTERSPEECH 2009: 2983-2986 - 2008
- [c2]Mounya Elhilali, Shihab A. Shamma:
Information-bearing components of speech intelligibility under babble-noise and bandlimiting distortions. ICASSP 2008: 4205-4208 - 2006
- [c1]Mounya Elhilali, Shihab A. Shamma:
A Biologically-Inspired Approach to the Cocktail Party Problem. ICASSP (5) 2006: 637-640 - 2003
- [j1]Mounya Elhilali, Taishih Chi, Shihab A. Shamma:
A spectro-temporal modulation index (STMI) for assessment of speech intelligibility. Speech Commun. 41(2-3): 331-348 (2003)
Coauthor Index
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last updated on 2024-10-23 21:22 CEST by the dblp team
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